Journal
IEEE TRANSACTIONS ON IMAGE PROCESSING
Volume 12, Issue 12, Pages 1579-1590Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIP.2003.819229
Keywords
fourth-order partial differential equations; MRI; noise removal; nonlinear filtering and enhancement; restoration
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In this paper, we introduce a new method for image smoothing based on a fourth-order PDE model. The method is tested on a broad range of real medical magnetic resonance images, both in space and time, as well as on nonmedical synthesized test images. Our algorithm demonstrates good noise suppression without destruction of important anatomical or functional detail, even at poor signal-to-noise ratio. We have also compared our method with related PDE models.
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